Data Scientist

FIT:MATCH.ai
Full time
150,000 - 180,000 USD / year
Software Development
United States
Hiring from: United States
About The Role

FIT:MATCH is seeking a highly skilled and innovative Data Scientist with 3D and Computer vision experience to join our team. In this role, you will play a key role in designing and optimizing 3D data collection, processing, and analytics. You will be at the forefront of cutting-edge technology, contributing to the development of systems with applications across various industries. All source code is written to formalized, detailed, coding standards.

Key Responsibilities

  • Collaborate with cross-functional teams to define project requirements and objectives
  • Design and implement 3D technology using Python (and C++) to create software that interfaces with 3D camera systems or computer vision/ ML models.
  • Develop and optimize computer vision algorithms for real-time data processing
  • Create software components for data acquisition, analysis, and visualization
  • Work on 3D point cloud processing, object recognition, and spatial mapping
  • Conduct performance testing, debugging, and optimization of the system
  • Stay up-to-date with the latest advancements in 3D technology and computer vision

About You

  • Bachelor's, Master's, or Ph.D. in Data Science, Computer Science, Electrical Engineering, Robotics, or a related field
  • 3-4 years of professional work experience in a similar role
  • Proven experience in 3D technology integration
  • Strong proficiency in computer vision, including feature detection, tracking, and 3D reconstruction
  • Proficient in programming languages such as C++, Python, and relevant libraries (OpenCV, PCL)
  • Experience with 3D data processing, point cloud manipulation, and object recognition
  • Experience working with CT Scan (DICOM file format) and/or experience working in the medical device space is a plus
  • Knowledge of machine learning and deep learning for computer vision tasks is a plus
  • Familiarity with hardware design and sensor integration is advantageous
  • Strong problem-solving skills and the ability to work independently and in a team
  • Excellent communication and collaboration skills.

Nice To Haves

  • C++ working experience
  • Startup experience

We Work With

  • Version Control: Git
  • Bug Tracking and Project Management: JIRA, Confluence
  • Deployment (CI/CD): Jenkins, Travis CI, CircleCI
  • Test Management: RTM
  • Programming Languages: C++, Python, Swift, Node.js
  • API Testing: Postman, Insomnia
  • Browser DevTools: Familiarity with browser developer tools for inspecting web elements, network traffic, and debugging
  • Database Testing: Basic knowledge of SQL for writing queries to validate data integrity
  • Browser and Device Compatibility: Knowledge of different browsers and devices to ensure cross-platform compatibility
  • Performance Testing: Tools like JMeter or Gatling for load and performance testing

Cloud Services: AWS Console, Amazon EC2, Amazon S3, AWS Lambda, Amazon RDS, DynamoDB

Compensation, Perks & Benefits

  • Generous PTO policy + 12 paid US holidays
  • Medical, dental, and vision insurance for you and your family
  • Paid Parental leave
  • 401k

About Us

Fit:match is a B2B2C technology company on a mission to revolutionize the apparel industry through data science to deliver increased relevance and satisfaction for shoppers, improve retail economics, and help the industry as a whole make significant strides towards sustainable apparel retail. We are looking for people who share the same passion.

Fit: Match is backed by an investor group including experienced angel investors, institutional firms, and multi-billion dollar retailers. The best part of working at Fit:Match is without a doubt, the people. We pride ourselves on hiring team members who embody our people characteristics of low ego, collaboration, dependability, and proven domain expertise. At Fit:Match, you would work cross-functionally with another top global talent with experience in the technology, data science, apparel design and fit, marketing, and retail industries. We obsess over growth, speed, and accuracy. We love a scrappy idea, an out-of-the-box growth hack, and live for reimagining and trying new things.

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